SOTAVerified

Object Detection

Papers

Showing 29262950 of 10957 papers

TitleStatusHype
A Simple Semi-Supervised Learning Framework for Object DetectionCode1
DynamicDet: A Unified Dynamic Architecture for Object DetectionCode1
QueryDet: Cascaded Sparse Query for Accelerating High-Resolution Small Object DetectionCode1
DFNet: Discriminative feature extraction and integration network for salient object detectionCode1
Enhanced Training of Query-Based Object Detection via Selective Query RecollectionCode1
Enhancing Geometric Factors in Model Learning and Inference for Object Detection and Instance SegmentationCode1
Range-Aware Attention Network for LiDAR-based 3D Object Detection with Auxiliary Point Density Level EstimationCode1
Bi-LRFusion: Bi-Directional LiDAR-Radar Fusion for 3D Dynamic Object DetectionCode1
RadarDistill: Boosting Radar-based Object Detection Performance via Knowledge Distillation from LiDAR FeaturesCode1
Eliminate Deviation with Deviation for Data Augmentation and a General Multi-modal Data Learning MethodCode1
RadarNeXt: Real-Time and Reliable 3D Object Detector Based On 4D mmWave Imaging RadarCode1
A Simple Pooling-Based Design for Real-Time Salient Object DetectionCode1
Diagnosing Human-object Interaction DetectorsCode1
RADIATE: A Radar Dataset for Automotive Perception in Bad WeatherCode1
RaftMLP: How Much Can Be Done Without Attention and with Less Spatial Locality?Code1
Consistency-based Active Learning for Object DetectionCode1
Differentiable Model Scaling using Differentiable TopkCode1
Consecutive Pretraining: A Knowledge Transfer Learning Strategy with Relevant Unlabeled Data for Remote Sensing DomainCode1
Deep High-Resolution Representation Learning for Visual RecognitionCode1
Differential Alignment for Domain Adaptive Object DetectionCode1
Dynamic Graph Message Passing NetworksCode1
Rank & Sort Loss for Object Detection and Instance SegmentationCode1
Enhancing Novel Object Detection via Cooperative Foundational ModelsCode1
SKDF: A Simple Knowledge Distillation Framework for Distilling Open-Vocabulary Knowledge to Open-world Object DetectorCode1
ConQueR: Query Contrast Voxel-DETR for 3D Object DetectionCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Co-DETRbox mAP66Unverified
2InternImage-H (M3I Pre-training)box mAP65.5Unverified
3M3I Pre-training (InternImage-H)box mAP65.4Unverified
4MoCaEbox mAP65.1Unverified
5Co-DETR (Swin-L)box mAP64.8Unverified
6Focal-Stable-DINO (Focal-Huge, no TTA)box mAP64.8Unverified
7EVAbox mAP64.7Unverified
8Group DETR v2box mAP64.5Unverified
9FocalNet-H (DINO)box mAP64.4Unverified
10InternImage-XLbox mAP64.3Unverified